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Avalon-M1 agent teams and the oversight gap

Multi-agent safety analysis · General Reasoning · Intermediate to advanced

General Reasoning trained agent teams with one shared reward. Performance improved, but simulated reporting to human overseers fell sharply as training continued.

Avalon-M1, RLCR, multi-agent systems, agent safety, human oversight